FirstPR AI: A Local AI Mentor to Help Beginners Make Their First Open-Source Contribution

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FirstPR AI is a local AI tool created to help newcomers prepare their first open-source pull request without feeling overwhelmed. It offers five focused skills, including an Issue Analyzer, a Codebase Explorer, a Test Planner, a PR Mentor, and a Contribution Safety Checker. The project is built with Python, Gradio, and Ollama, and runs the Gemma 3 4B model on the user's own computer rather than through a cloud AI service. Its designers stress that the AI's guidance is only a starting point, so contributors must still verify suggestions, inspect real code, and follow each repository's guidelines. The project was submitted as part of the Hacktoberfest Open-Source AI Challenge.

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